#!/bin/bash
#-------------------------------------------------------------
#
# (C) Copyright IBM Corp. 2010, 2015
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
#     http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writing, software
# distributed under the License is distributed on an "AS IS" BASIS,
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
# See the License for the specific language governing permissions and
# limitations under the License.
#
#-------------------------------------------------------------

if [ "$1" == "" -o "$2" == "" ]; then  echo "Usage: $0 <hdfsDataDir> <MR | SPARK | ECHO>   e.g. $0 perftest SPARK" ; exit 1 ; fi

FILENAME=$0
err_report() {
  echo "Error in $FILENAME on line $1"
}
trap 'err_report $LINENO' ERR

BASE=$1/binomial

echo $2" RUN REGRESSION EXPERIMENTS" $(date) >> times.txt;

if [ ! -d logs ]; then mkdir logs ; fi

# data generation
echo $2"-- Using binomial data: " >> times.txt;
./genBinomialData.sh $1 $2 &>> logs/genBinomialData.out

# run all regression algorithms with binomial labels on all datasets
for d in "10k_1k_dense" "10k_1k_sparse" # "100k_1k_dense" "100k_1k_sparse" "1M_1k_dense" "1M_1k_sparse" "10M_1k_dense" "10M_1k_sparse" #"_KDD" "100M_1k_dense" "100M_1k_sparse" 
do 
   for f in "runLinearRegDS" "runLinearRegCG" "runGLM_poisson_log" "runGLM_gamma_log" "runGLM_binomial_probit"
   do
      echo "-- Running "$f" on "$d" (all configs)" >> times.txt;
      ./${f}.sh ${BASE}/X${d} ${BASE}/y${d} ${BASE} $2 &> logs/${f}_${d}.out;       
   done 
done
